A mechanistic modeling platform of SGLT2 inhibition: Implications for type 1 diabetes

CPT Pharmacometrics Syst Pharmacol. 2023 Jun;12(6):831-841. doi: 10.1002/psp4.12956. Epub 2023 Mar 16.

Abstract

Type 1 diabetes mellitus (T1DM) is an autoimmune disease characterized by abnormally high blood glucose concentrations due to dysfunction of the insulin-producing beta-cells in the pancreas. Dapagliflozin, an inhibitor of renal glucose reabsorption, has the potential to improve often suboptimal glycemic control in patients with T1DM through insulin-independent mechanisms and to partially mitigate the adverse effects associated with long-term insulin administration. In this work, we have adapted a systems pharmacology model of type 2 diabetes mellitus to describe the T1DM condition and characterize the effect of dapagliflozin on short- and long-term glycemic markers under various treatment scenarios. The developed platform serves as a quantitative tool for the in silico evaluation of the insulin-glucose-dapagliflozin crosstalk, optimization of the treatment regimens, and it can be further expanded to include additional therapies or other aspects of the disease.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Blood Glucose
  • Diabetes Mellitus, Type 1* / chemically induced
  • Diabetes Mellitus, Type 1* / drug therapy
  • Diabetes Mellitus, Type 2* / drug therapy
  • Glucose / therapeutic use
  • Humans
  • Hypoglycemic Agents / pharmacology
  • Hypoglycemic Agents / therapeutic use
  • Insulin
  • Sodium-Glucose Transporter 2 / therapeutic use
  • Sodium-Glucose Transporter 2 Inhibitors* / pharmacology
  • Sodium-Glucose Transporter 2 Inhibitors* / therapeutic use

Substances

  • dapagliflozin
  • Hypoglycemic Agents
  • Blood Glucose
  • Sodium-Glucose Transporter 2 Inhibitors
  • Sodium-Glucose Transporter 2
  • Glucose
  • Insulin